Files

HaHafeng beb7f7f559 feat(asl): Implement full-text screening core LLM service and validation system (Day 1-3)

Core Components:
- PDFStorageService with Dify/OSS adapters
- LLM12FieldsService with Nougat-first + dual-model + 3-layer JSON parsing
- PromptBuilder for dynamic prompt assembly
- MedicalLogicValidator with 5 rules + fault tolerance
- EvidenceChainValidator for citation integrity
- ConflictDetectionService for dual-model comparison

Prompt Engineering:
- System Prompt (6601 chars, Section-Aware strategy)
- User Prompt template (PICOS context injection)
- JSON Schema (12 fields constraints)
- Cochrane standards (not loaded in MVP)

Key Innovations:
- 3-layer JSON parsing (JSON.parse + json-repair + code block extraction)
- Promise.allSettled for dual-model fault tolerance
- safeGetFieldValue for robust field extraction
- Mixed CN/EN token calculation

Integration Tests:
- integration-test.ts (full test)
- quick-test.ts (quick test)
- cached-result-test.ts (fault tolerance test)

Documentation Updates:
- Development record (Day 2-3 summary)
- Quality assurance strategy (full-text screening)
- Development plan (progress update)
- Module status (v1.1 update)
- Technical debt (10 new items)

Test Results:
- JSON parsing success rate: 100%
- Medical logic validation: 5/5 passed
- Dual-model parallel processing: OK
- Cost per PDF: CNY 0.10

Files: 238 changed, 14383 insertions(+), 32 deletions(-)
Docs: docs/03-涓氬姟妯″潡/ASL-AI鏅鸿兘鏂囩尞/05-寮€鍙戣褰?2025-11-22_Day2-Day3_LLM鏈嶅姟涓庨獙璇佺郴缁熷紑鍙?md

2025-11-22 22:21:12 +08:00

01-部署架构设计.md

feat(asl): Implement full-text screening core LLM service and validation system (Day 1-3)

2025-11-22 22:21:12 +08:00

README.md

feat(asl): Implement full-text screening core LLM service and validation system (Day 1-3)

2025-11-22 22:21:12 +08:00

README.md

部署文档

文档定位： 4种部署模式的完整部署指南
适用范围： 开发、运维、实施团队

📋 部署模式

部署模式	说明	优先级	状态
01-云端SaaS部署	完整平台部署、微服务架构、K8s	P0	⏳ 待创建
02-独立产品包部署	审稿系统、AI文献系统独立打包	P1	⏳ 待创建
03-Electron单机版	桌面应用、完全离线、本地SQLite	P2	⏳ 待创建
04-私有化部署	医院内网部署、Docker、K3s	P1	⏳ 待扩展

🎯 部署模式对比

特性	云端SaaS	独立产品包	单机版	私有化
部署位置	公有云	客户内网	用户电脑	医院内网
数据存储	云端	客户内网	100%本地	100%内网
架构	完整平台	单个模块	Electron	Docker
目标客户	个人用户	期刊/机构	个人医生	医院/机构

📚 快速导航

部署文档

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最后更新： 2025-11-06
维护人： 技术架构师